Period
to 22 January 2019

The following table provides summary statistics for contract job vacancies advertised in Southampton with a requirement for Data Management skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Management over the 6 months to 22 January 2019 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Management
Hampshire > Southampton
6 months to
22 Jan 2019
Same period 2018 Same period 2017
Rank 47 38 35
Rank change year-on-year -9 -3 +3
Contract jobs citing Data Management 14 10 14
As % of all contract IT jobs advertised in Southampton 2.94% 2.26% 2.95%
As % of the Processes & Methodologies category 3.64% 2.73% 3.85%
Number of daily rates quoted 5 1 11
Southampton median daily rate £650 £625 £388
Median daily rate % change year-on-year +4.00% +61.29% +12.32%
10th Percentile £393 £625 £238
90th Percentile £677 £625 £588
Hampshire median daily rate £525 £450 £406
% change year-on-year +16.67% +10.77% -4.41%
Number of hourly rates quoted 0 0 0
Southampton median hourly rate - - -
Hampshire median hourly rate £32.48 £30.00 £24.33
% change year-on-year +8.25% +23.33% -

Data Management is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Southampton with a requirement for process or methodology skills.

All Process and Methodology Skills
Southampton
Contract vacancies with a requirement for process or methodology skills 385 366 364
As % of all contract IT jobs advertised in Southampton 80.88% 82.81% 76.63%
Number of daily rates quoted 265 225 239
Southampton median daily rate £450 £400 £400
Median daily rate % change year-on-year +12.50% - +10.34%
10th Percentile £304 £268 £213
90th Percentile £575 £575 £559
Hampshire median daily rate £430 £400 £400
% change year-on-year +7.50% - +3.23%
Number of hourly rates quoted 11 16 34
Southampton median hourly rate £15.00 £44.56 £14.25
Median hourly rate % change year-on-year -66.34% +212.68% -51.02%
10th Percentile £10.00 £14.72 £10.43
90th Percentile £28.75 £51.02 £38.83
Hampshire median hourly rate £33.40 £30.00 £28.25
% change year-on-year +11.33% +6.19% -19.29%

Data Management
Job Vacancy Trend in Southampton

Job postings citing Data Management as a percentage of all IT jobs advertised in Southampton.

Job vacancy trend for Data Management in Southampton

Data Management
Contractor Daily Rate Trend in Southampton

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Management in Southampton.

Contractor daily rate trend for Data Management in Southampton

Data Management
Contractor Daily Rate Histogram in Southampton

The daily rate distribution of IT jobs citing Data Management in Southampton over the 6 months to 22 January 2019.

Contractor daily rate histogram for Data Management in Southampton

Data Management
Contractor Hourly Rate Trend in Southampton

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Management in Southampton.

Contractor hourly rate trend for Data Management in Southampton

For the 6 months to 22 January 2019, IT contractor jobs citing Data Management also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Southampton region with a requirement for Data Management.

1 6 (42.86%) Analytics
2 5 (35.71%) Geospatial Data
3 4 (28.57%) Data Science
3 4 (28.57%) Apache Spark
3 4 (28.57%) Cosmos DB
3 4 (28.57%) Apache Cassandra
3 4 (28.57%) NoSQL
3 4 (28.57%) Big Data
3 4 (28.57%) ETL
3 4 (28.57%) Data Architecture
3 4 (28.57%) Hadoop
3 4 (28.57%) Microsoft Azure
3 4 (28.57%) Data Warehouse
4 3 (21.43%) Data Modelling
4 3 (21.43%) XML
4 3 (21.43%) C#
4 3 (21.43%) JavaScript
4 3 (21.43%) GIS
4 3 (21.43%) Migration
4 3 (21.43%) Stakeholder Management
4 3 (21.43%) Amazon AWS
4 3 (21.43%) TOGAF
4 3 (21.43%) REST
4 3 (21.43%) HBase
4 3 (21.43%) Google
4 3 (21.43%) JSON
4 3 (21.43%) Amazon EMR
4 3 (21.43%) Metadata Management
4 3 (21.43%) Oozie
4 3 (21.43%) Python

Data Management
Co-occurring IT Skills in Southampton by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 4 (28.57%) Apache Spark
2 2 (14.29%) CMS
3 1 (7.14%) Apache
3 1 (7.14%) Apache Pig
Cloud Services
1 4 (28.57%) Microsoft Azure
2 3 (21.43%) Amazon AWS
2 3 (21.43%) Amazon EMR
2 3 (21.43%) Google Cloud Platform
3 1 (7.14%) Azure Data Factory
3 1 (7.14%) Cortana Intelligence Suite
Database & Business Intelligence
1 5 (35.71%) Geospatial Data
2 4 (28.57%) Apache Cassandra
2 4 (28.57%) Big Data
2 4 (28.57%) Cosmos DB
2 4 (28.57%) Data Warehouse
2 4 (28.57%) Hadoop
2 4 (28.57%) NoSQL
3 3 (21.43%) GIS
3 3 (21.43%) HBase
4 1 (7.14%) Apache Hive
4 1 (7.14%) Azure SQL Data Warehouse
4 1 (7.14%) Azure SQL Database
4 1 (7.14%) Data Lake
4 1 (7.14%) Impala
4 1 (7.14%) MongoDB
4 1 (7.14%) Neo4j
Development Applications
1 1 (7.14%) Visual Studio
General
1 1 (7.14%) Retail
Job Titles
1 6 (42.86%) Architect
2 3 (21.43%) Data Architect
2 3 (21.43%) Data Management Specialist
2 3 (21.43%) Solutions Architect
2 3 (21.43%) Technical Writer
3 1 (7.14%) Analyst
3 1 (7.14%) Big Data Developer
3 1 (7.14%) Data Analyst
3 1 (7.14%) Developer
3 1 (7.14%) Digital Architect
3 1 (7.14%) Digital Solutions Architect
Libraries, Frameworks & Software Standards
1 3 (21.43%) JSON
1 3 (21.43%) REST
1 3 (21.43%) XML
2 1 (7.14%) Apache NiFi
2 1 (7.14%) Kafka
Miscellaneous
1 3 (21.43%) Analytical Skills
2 2 (14.29%) Algorithms
2 2 (14.29%) Digital Signage
Processes & Methodologies
1 6 (42.86%) Analytics
2 4 (28.57%) Data Architecture
2 4 (28.57%) Data Science
2 4 (28.57%) ETL
3 3 (21.43%) DAMA
3 3 (21.43%) Data Modelling
3 3 (21.43%) Metadata Management
3 3 (21.43%) Migration
3 3 (21.43%) Stakeholder Management
3 3 (21.43%) TOGAF
3 3 (21.43%) User-Centered Design (UCD)
4 2 (14.29%) Content Management
5 1 (7.14%) Agile Software Development
5 1 (7.14%) Customer Requirements
5 1 (7.14%) Data Analytics
5 1 (7.14%) Data Ingestion
5 1 (7.14%) DevOps
5 1 (7.14%) Open Source
5 1 (7.14%) PDM
Programming Languages
1 3 (21.43%) C#
1 3 (21.43%) JavaScript
1 3 (21.43%) Python
2 1 (7.14%) SQL
Qualifications
1 3 (21.43%) TOGAF Certification
2 1 (7.14%) Security Cleared
Systems Management
1 3 (21.43%) Oozie
2 1 (7.14%) Opscode Chef
2 1 (7.14%) Puppet
2 1 (7.14%) Terraform
Vendors
1 3 (21.43%) Google
2 1 (7.14%) Databricks
2 1 (7.14%) Microsoft